In literature we can find many variation of this measure like the individual treatment effect (eg. [1]}) where we look on the treatment effect on an individual rather than aggregate over a population. In the interest of conciseness we will not be be exploring the full range of possible variations upon the ATE in this survey but just acknowledge that they exist and call upon them depending on the method we are discussing.
